Python Portfolio Projects

Just a few of the many projects I have worked on...

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Each of these projects is intended to demonstrate my thought processes and problem-solving ability, so the projects are in Jupyter notebooks where I can detail those thought processes in a step-by-step fashion.
Multiple Linear Regression

Manhattan Apartments

This project uses multiple linear regression to predict apartment costs in Manhattan.

See Project
Python Code

UFO Reports I

This project cleans, wrangles and transforms a dataset of UFO sighting reports from the National UFO Reporting Center.

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Flying Saucer

UFO Reports II

This project uses the dataset cleaned in part I to analyze reported UFO shapes over time.

See Project See Code
Breast Cancer Classifier Accuracy

KNN Breast Cancer

This project uses a K-Nearest Neighbor classifier that is trained to predict whether a patient has breast cancer.

See Project
Titanic

Surviving the Titanic

This project uses logistic regression to predict the survival of passengers on the Titanic.

See Article See Project
Denver Police

Homicides in Denver, CO

This project looks at homicides in Denver from 2016 through 2021 and uses geographic data to plot them on maps.

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Tableau: Product Line Performance

Product Line Performance

Product Line Performance dashboard made with Tableau and hosted on Tableau Public.

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Puppy!

Multi-class Dog Breed Image Classification

This multi-class image classification project uses transfer-learning (MobileNetV2) with TensorFlow2 to classify dog breeds.

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Airports

Mapping Airports in the United States

This small project looks at airports in the United States and plots them on a map.

See Project See Code